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chore: push a test run of iris clusters
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‎jupyter/k-means-it-support-tickets.ipynb‎

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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 37,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"\n",
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"Downloading dataset...\n"
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]
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},
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"2436.28s - pydevd: Sending message related to process being replaced timed-out after 5 seconds\n"
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Dataset URL: https://www.kaggle.com/datasets/tobiasbueck/multilingual-customer-support-tickets\n",
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"License(s): Attribution 4.0 International (CC BY 4.0)\n",
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"multilingual-customer-support-tickets.zip: Skipping, found more recently modified local copy (use --force to force download)\n",
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"multilingual-customer-support-tickets.zip: Skipping, found more recently modified local copy (use --force to force download)\n"
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]
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},
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"2444.87s - pydevd: Sending message related to process being replaced timed-out after 5 seconds\n"
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"replace support_tickets/aa_dataset-tickets-multi-lang-5-2-50-version.csv? [y]es, [n]o, [A]ll, [N]one, [r]ename: "
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]
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},
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{
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"ename": "OSError",
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"evalue": "[Errno 5] Input/output error",
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"output_type": "error",
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"traceback": [
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"\u001b[31m---------------------------------------------------------------------------\u001b[39m",
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"\u001b[31mKeyboardInterrupt\u001b[39m Traceback (most recent call last)",
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"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/gh/fswl/ai-algorithms/venv/lib/python3.13/site-packages/IPython/utils/_process_posix.py:130\u001b[39m, in \u001b[36mProcessHandler.system\u001b[39m\u001b[34m(self, cmd)\u001b[39m\n\u001b[32m 127\u001b[39m \u001b[38;5;28;01mwhile\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m:\n\u001b[32m 128\u001b[39m \u001b[38;5;66;03m# res is the index of the pattern that caused the match, so we\u001b[39;00m\n\u001b[32m 129\u001b[39m \u001b[38;5;66;03m# know whether we've finished (if we matched EOF) or not\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m130\u001b[39m res_idx = \u001b[43mchild\u001b[49m\u001b[43m.\u001b[49m\u001b[43mexpect_list\u001b[49m\u001b[43m(\u001b[49m\u001b[43mpatterns\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mread_timeout\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 131\u001b[39m \u001b[38;5;28mprint\u001b[39m(child.before[out_size:].decode(enc, \u001b[33m'\u001b[39m\u001b[33mreplace\u001b[39m\u001b[33m'\u001b[39m), end=\u001b[33m'\u001b[39m\u001b[33m'\u001b[39m)\n",
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"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/gh/fswl/ai-algorithms/venv/lib/python3.13/site-packages/pexpect/spawnbase.py:383\u001b[39m, in \u001b[36mSpawnBase.expect_list\u001b[39m\u001b[34m(self, pattern_list, timeout, searchwindowsize, async_, **kw)\u001b[39m\n\u001b[32m 382\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m383\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mexp\u001b[49m\u001b[43m.\u001b[49m\u001b[43mexpect_loop\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtimeout\u001b[49m\u001b[43m)\u001b[49m\n",
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"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/gh/fswl/ai-algorithms/venv/lib/python3.13/site-packages/pexpect/expect.py:169\u001b[39m, in \u001b[36mExpecter.expect_loop\u001b[39m\u001b[34m(self, timeout)\u001b[39m\n\u001b[32m 168\u001b[39m \u001b[38;5;66;03m# Still have time left, so read more data\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m169\u001b[39m incoming = \u001b[43mspawn\u001b[49m\u001b[43m.\u001b[49m\u001b[43mread_nonblocking\u001b[49m\u001b[43m(\u001b[49m\u001b[43mspawn\u001b[49m\u001b[43m.\u001b[49m\u001b[43mmaxread\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtimeout\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 170\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m.spawn.delayafterread \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n",
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"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/gh/fswl/ai-algorithms/venv/lib/python3.13/site-packages/pexpect/pty_spawn.py:500\u001b[39m, in \u001b[36mspawn.read_nonblocking\u001b[39m\u001b[34m(self, size, timeout)\u001b[39m\n\u001b[32m 497\u001b[39m \u001b[38;5;66;03m# Because of the select(0) check above, we know that no data\u001b[39;00m\n\u001b[32m 498\u001b[39m \u001b[38;5;66;03m# is available right now. But if a non-zero timeout is given\u001b[39;00m\n\u001b[32m 499\u001b[39m \u001b[38;5;66;03m# (possibly timeout=None), we call select() with a timeout.\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m500\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m (timeout != \u001b[32m0\u001b[39m) \u001b[38;5;129;01mand\u001b[39;00m \u001b[43mselect\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtimeout\u001b[49m\u001b[43m)\u001b[49m:\n\u001b[32m 501\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28msuper\u001b[39m(spawn, \u001b[38;5;28mself\u001b[39m).read_nonblocking(size)\n",
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"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/gh/fswl/ai-algorithms/venv/lib/python3.13/site-packages/pexpect/pty_spawn.py:450\u001b[39m, in \u001b[36mspawn.read_nonblocking.<locals>.select\u001b[39m\u001b[34m(timeout)\u001b[39m\n\u001b[32m 449\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mselect\u001b[39m(timeout):\n\u001b[32m--> \u001b[39m\u001b[32m450\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mselect_ignore_interrupts\u001b[49m\u001b[43m(\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mchild_fd\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m[\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m[\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtimeout\u001b[49m\u001b[43m)\u001b[49m[\u001b[32m0\u001b[39m]\n",
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"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/gh/fswl/ai-algorithms/venv/lib/python3.13/site-packages/pexpect/utils.py:143\u001b[39m, in \u001b[36mselect_ignore_interrupts\u001b[39m\u001b[34m(iwtd, owtd, ewtd, timeout)\u001b[39m\n\u001b[32m 142\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m143\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mselect\u001b[49m\u001b[43m.\u001b[49m\u001b[43mselect\u001b[49m\u001b[43m(\u001b[49m\u001b[43miwtd\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mowtd\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mewtd\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtimeout\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 144\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mInterruptedError\u001b[39;00m:\n",
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"\u001b[31mKeyboardInterrupt\u001b[39m: ",
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"\nDuring handling of the above exception, another exception occurred:\n",
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"\u001b[31mOSError\u001b[39m Traceback (most recent call last)",
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"\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[36]\u001b[39m\u001b[32m, line 6\u001b[39m\n\u001b[32m 4\u001b[39m \u001b[38;5;28mprint\u001b[39m(\u001b[33m\"\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[33mDownloading dataset...\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m 5\u001b[39m get_ipython().system(\u001b[33m'\u001b[39m\u001b[33mkaggle datasets download -d tobiasbueck/multilingual-customer-support-tickets\u001b[39m\u001b[33m'\u001b[39m)\n\u001b[32m----> \u001b[39m\u001b[32m6\u001b[39m \u001b[43mget_ipython\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[43m.\u001b[49m\u001b[43msystem\u001b[49m\u001b[43m(\u001b[49m\u001b[33;43m'\u001b[39;49m\u001b[33;43munzip -q multilingual-customer-support-tickets.zip -d support_tickets\u001b[39;49m\u001b[33;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[32m 7\u001b[39m \u001b[38;5;28mprint\u001b[39m(\u001b[33m\"\u001b[39m\u001b[33mDataset downloaded and extracted successfully!\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m 8\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n",
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"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/gh/fswl/ai-algorithms/venv/lib/python3.13/site-packages/ipykernel/zmqshell.py:788\u001b[39m, in \u001b[36mZMQInteractiveShell.system_piped\u001b[39m\u001b[34m(self, cmd)\u001b[39m\n\u001b[32m 786\u001b[39m \u001b[38;5;28mself\u001b[39m.user_ns[\u001b[33m\"\u001b[39m\u001b[33m_exit_code\u001b[39m\u001b[33m\"\u001b[39m] = system(cmd)\n\u001b[32m 787\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m788\u001b[39m \u001b[38;5;28mself\u001b[39m.user_ns[\u001b[33m\"\u001b[39m\u001b[33m_exit_code\u001b[39m\u001b[33m\"\u001b[39m] = \u001b[43msystem\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mvar_expand\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcmd\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdepth\u001b[49m\u001b[43m=\u001b[49m\u001b[32;43m1\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n",
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"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/gh/fswl/ai-algorithms/venv/lib/python3.13/site-packages/IPython/utils/_process_posix.py:141\u001b[39m, in \u001b[36mProcessHandler.system\u001b[39m\u001b[34m(self, cmd)\u001b[39m\n\u001b[32m 136\u001b[39m out_size = \u001b[38;5;28mlen\u001b[39m(child.before)\n\u001b[32m 137\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mKeyboardInterrupt\u001b[39;00m:\n\u001b[32m 138\u001b[39m \u001b[38;5;66;03m# We need to send ^C to the process. The ascii code for '^C' is 3\u001b[39;00m\n\u001b[32m 139\u001b[39m \u001b[38;5;66;03m# (the character is known as ETX for 'End of Text', see\u001b[39;00m\n\u001b[32m 140\u001b[39m \u001b[38;5;66;03m# curses.ascii.ETX).\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m141\u001b[39m \u001b[43mchild\u001b[49m\u001b[43m.\u001b[49m\u001b[43msendline\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mchr\u001b[39;49m\u001b[43m(\u001b[49m\u001b[32;43m3\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 142\u001b[39m \u001b[38;5;66;03m# Read and print any more output the program might produce on its\u001b[39;00m\n\u001b[32m 143\u001b[39m \u001b[38;5;66;03m# way out.\u001b[39;00m\n\u001b[32m 144\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n",
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"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/gh/fswl/ai-algorithms/venv/lib/python3.13/site-packages/pexpect/pty_spawn.py:578\u001b[39m, in \u001b[36mspawn.sendline\u001b[39m\u001b[34m(self, s)\u001b[39m\n\u001b[32m 572\u001b[39m \u001b[38;5;250m\u001b[39m\u001b[33;03m'''Wraps send(), sending string ``s`` to child process, with\u001b[39;00m\n\u001b[32m 573\u001b[39m \u001b[33;03m``os.linesep`` automatically appended. Returns number of bytes\u001b[39;00m\n\u001b[32m 574\u001b[39m \u001b[33;03mwritten. Only a limited number of bytes may be sent for each\u001b[39;00m\n\u001b[32m 575\u001b[39m \u001b[33;03mline in the default terminal mode, see docstring of :meth:`send`.\u001b[39;00m\n\u001b[32m 576\u001b[39m \u001b[33;03m'''\u001b[39;00m\n\u001b[32m 577\u001b[39m s = \u001b[38;5;28mself\u001b[39m._coerce_send_string(s)\n\u001b[32m--> \u001b[39m\u001b[32m578\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43msend\u001b[49m\u001b[43m(\u001b[49m\u001b[43ms\u001b[49m\u001b[43m \u001b[49m\u001b[43m+\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mlinesep\u001b[49m\u001b[43m)\u001b[49m\n",
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"\u001b[36mFile \u001b[39m\u001b[32m~/Desktop/gh/fswl/ai-algorithms/venv/lib/python3.13/site-packages/pexpect/pty_spawn.py:569\u001b[39m, in \u001b[36mspawn.send\u001b[39m\u001b[34m(self, s)\u001b[39m\n\u001b[32m 566\u001b[39m \u001b[38;5;28mself\u001b[39m._log(s, \u001b[33m'\u001b[39m\u001b[33msend\u001b[39m\u001b[33m'\u001b[39m)\n\u001b[32m 568\u001b[39m b = \u001b[38;5;28mself\u001b[39m._encoder.encode(s, final=\u001b[38;5;28;01mFalse\u001b[39;00m)\n\u001b[32m--> \u001b[39m\u001b[32m569\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mos\u001b[49m\u001b[43m.\u001b[49m\u001b[43mwrite\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mchild_fd\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mb\u001b[49m\u001b[43m)\u001b[49m\n",
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"\u001b[31mOSError\u001b[39m: [Errno 5] Input/output error"
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"Dataset already exists in 'support_tickets' directory. Skipping download.\n"
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]
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}
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],

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